Overview

Dataset statistics

Number of variables45
Number of observations166
Missing cells3956
Missing cells (%)53.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory58.5 KiB
Average record size in memory360.8 B

Variable types

NUM38
CAT5
BOOL2

Reproduction

Analysis started2020-03-23 00:31:04.189488
Analysis finished2020-03-23 00:36:02.779558
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
29 is highly correlated with 28 and 1 other fieldsHigh Correlation
28 is highly correlated with 29 and 1 other fieldsHigh Correlation
31 is highly correlated with 30 and 2 other fieldsHigh Correlation
30 is highly correlated with 31 and 1 other fieldsHigh Correlation
32 is highly correlated with 31 and 1 other fieldsHigh Correlation
37 is highly correlated with 13 and 2 other fieldsHigh Correlation
13 is highly correlated with 37 and 2 other fieldsHigh Correlation
38 is highly correlated with 7 and 6 other fieldsHigh Correlation
7 is highly correlated with 38 and 1 other fieldsHigh Correlation
8 is highly correlated with 38 and 1 other fieldsHigh Correlation
22 is highly correlated with 38 and 1 other fieldsHigh Correlation
26 is highly correlated with 38 and 2 other fieldsHigh Correlation
39 is highly correlated with 26 and 2 other fieldsHigh Correlation
40 is highly correlated with 14 and 4 other fieldsHigh Correlation
14 is highly correlated with 40 and 1 other fieldsHigh Correlation
19 is highly correlated with 40 and 1 other fieldsHigh Correlation
33 is highly correlated with 40 and 1 other fieldsHigh Correlation
41 is highly correlated with 9 and 2 other fieldsHigh Correlation
9 is highly correlated with 41 and 1 other fieldsHigh Correlation
27 is highly correlated with 41 and 1 other fieldsHigh Correlation
42 is highly correlated with 0 and 7 other fieldsHigh Correlation
0 is highly correlated with 42 and 1 other fieldsHigh Correlation
1 is highly correlated with 42 and 1 other fieldsHigh Correlation
2 is highly correlated with 42 and 1 other fieldsHigh Correlation
10 is highly correlated with 42 and 1 other fieldsHigh Correlation
12 is highly correlated with 42 and 1 other fieldsHigh Correlation
20 is highly correlated with 42 and 1 other fieldsHigh Correlation
35 is highly correlated with 42 and 1 other fieldsHigh Correlation
43 is highly correlated with 0 and 42 other fieldsHigh Correlation
3 is highly correlated with 43High Correlation
4 is highly correlated with 43High Correlation
5 is highly correlated with 43High Correlation
6 is highly correlated with 43High Correlation
11 is highly correlated with 43High Correlation
15 is highly correlated with 43High Correlation
16 is highly correlated with 43High Correlation
17 is highly correlated with 43High Correlation
18 is highly correlated with 43High Correlation
21 is highly correlated with 43High Correlation
23 is highly correlated with 43High Correlation
24 is highly correlated with 43High Correlation
25 is highly correlated with 43High Correlation
34 is highly correlated with 43High Correlation
36 is highly correlated with 43High Correlation
42 is highly correlated with 38 and 3 other fieldsHigh Correlation
38 is highly correlated with 42High Correlation
39 is highly correlated with 42High Correlation
40 is highly correlated with 42High Correlation
41 is highly correlated with 42High Correlation
9 has 2 (1.2%) missing values Missing
10 has 5 (3.0%) missing values Missing
11 has 9 (5.4%) missing values Missing
12 has 17 (10.2%) missing values Missing
13 has 27 (16.3%) missing values Missing
14 has 38 (22.9%) missing values Missing
15 has 46 (27.7%) missing values Missing
16 has 56 (33.7%) missing values Missing
17 has 63 (38.0%) missing values Missing
18 has 70 (42.2%) missing values Missing
19 has 88 (53.0%) missing values Missing
20 has 91 (54.8%) missing values Missing
21 has 98 (59.0%) missing values Missing
22 has 105 (63.3%) missing values Missing
23 has 108 (65.1%) missing values Missing
24 has 115 (69.3%) missing values Missing
25 has 118 (71.1%) missing values Missing
26 has 126 (75.9%) missing values Missing
27 has 132 (79.5%) missing values Missing
28 has 135 (81.3%) missing values Missing
29 has 137 (82.5%) missing values Missing
30 has 145 (87.3%) missing values Missing
31 has 148 (89.2%) missing values Missing
32 has 150 (90.4%) missing values Missing
33 has 151 (91.0%) missing values Missing
34 has 156 (94.0%) missing values Missing
35 has 158 (95.2%) missing values Missing
36 has 160 (96.4%) missing values Missing
37 has 161 (97.0%) missing values Missing
38 has 162 (97.6%) missing values Missing
39 has 162 (97.6%) missing values Missing
40 has 162 (97.6%) missing values Missing
41 has 162 (97.6%) missing values Missing
42 has 163 (98.2%) missing values Missing
43 has 164 (98.8%) missing values Missing
44 has 165 (99.4%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.03572537131058519
Minimum-4.215131678571429
Maximum4.652576714285715
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.215131679
5-th percentile-2.232175177
Q1-0.7344801857
median-0.1539060164
Q30.6343933268
95-th percentile3.208919392
Maximum4.652576714
Range8.867708393
Interquartile range (IQR)1.368873513

Descriptive statistics

Standard deviation1.564331523
Coefficient of variation (CV)43.78769109
Kurtosis1.274116126
Mean0.03572537131
Median Absolute Deviation (MAD)1.125381092
Skewness0.5138560709
Sum5.930411638
Variance2.447133114
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-4.21513168 -1.26257391 0.64642549 2.06806513 4.65257671], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4445405786 1 0.6%
 
0.5707840729 1 0.6%
 
-0.43415765 1 0.6%
 
0.1739111214 1 0.6%
 
-1.064137007 1 0.6%
 
-1.891504614 1 0.6%
 
0.63720865 1 0.6%
 
0.4229882786 1 0.6%
 
-0.03055970714 1 0.6%
 
0.09474973571 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-4.215131679 1 0.6%
 
-3.509960571 1 0.6%
 
-3.31840135 1 0.6%
 
-3.235461121 1 0.6%
 
-3.226470764 1 0.6%
 
ValueCountFrequency (%) 
4.652576714 1 0.6%
 
4.599945181 1 0.6%
 
4.512515071 1 0.6%
 
4.166127357 1 0.6%
 
4.13585 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.05312468139242685
Minimum-3.5846844428571427
Maximum4.626609714285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.584684443
5-th percentile-2.075593546
Q1-0.7134087893
median-0.2037829821
Q30.4766089446
95-th percentile2.650900179
Maximum4.626609714
Range8.211294157
Interquartile range (IQR)1.190017734

Descriptive statistics

Standard deviation1.345928769
Coefficient of variation (CV)-25.33528172
Kurtosis1.569737406
Mean-0.05312468139
Median Absolute Deviation (MAD)0.9531102011
Skewness0.5639768619
Sum-8.818697111
Variance1.811524252
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.58468444 -1.15968965 0.85702621 4.62660971], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.232780771 1 0.6%
 
-0.2916824314 1 0.6%
 
-1.082606521 1 0.6%
 
-0.5610698071 1 0.6%
 
-0.06708200714 1 0.6%
 
-0.2877540286 1 0.6%
 
0.1914991 1 0.6%
 
-0.1917806429 1 0.6%
 
3.332719571 1 0.6%
 
2.620378729 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-3.584684443 1 0.6%
 
-3.458512121 1 0.6%
 
-3.373451786 1 0.6%
 
-3.335507307 1 0.6%
 
-2.364185636 1 0.6%
 
ValueCountFrequency (%) 
4.626609714 1 0.6%
 
3.900256736 1 0.6%
 
3.712750321 1 0.6%
 
3.332719571 1 0.6%
 
2.9318153 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.07840042940490531
Minimum-2.8245817857142854
Maximum4.979569357142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.824581786
5-th percentile-2.067806804
Q1-0.7004043286
median-0.1513482743
Q30.4169606704
95-th percentile2.286645391
Maximum4.979569357
Range7.804151143
Interquartile range (IQR)1.117364999

Descriptive statistics

Standard deviation1.265659553
Coefficient of variation (CV)-16.14352832
Kurtosis3.416425648
Mean-0.0784004294
Median Absolute Deviation (MAD)0.8615141152
Skewness1.084082985
Sum-13.01447128
Variance1.601894103
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-2.82458179 -1.19455388 -0.27735632 0.15257303 1.46793287 4.97956936], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.95201005 1 0.6%
 
-1.037398193 1 0.6%
 
0.9428703 1 0.6%
 
-0.01149685714 1 0.6%
 
-0.6275694286 1 0.6%
 
-0.6996324071 1 0.6%
 
1.429334271 1 0.6%
 
0.5661604357 1 0.6%
 
-0.0002996571429 1 0.6%
 
2.901705879 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-2.824581786 1 0.6%
 
-2.722968586 1 0.6%
 
-2.651703236 1 0.6%
 
-2.50029735 1 0.6%
 
-2.371765429 1 0.6%
 
ValueCountFrequency (%) 
4.979569357 1 0.6%
 
4.805605214 1 0.6%
 
4.785760721 1 0.6%
 
3.102114136 1 0.6%
 
2.901705879 1 0.6%
 

3
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.08555546784079177
Minimum-3.3012077142857135
Maximum5.79934157142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.301207714
5-th percentile-1.780172959
Q1-0.7386950893
median-0.1255226511
Q30.4275133268
95-th percentile1.649583745
Maximum5.799341571
Range9.100549286
Interquartile range (IQR)1.166208416

Descriptive statistics

Standard deviation1.212408894
Coefficient of variation (CV)-14.17102757
Kurtosis4.848714824
Mean-0.08555546784
Median Absolute Deviation (MAD)0.8434670109
Skewness1.166174385
Sum-14.20220766
Variance1.469935325
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.30120771 -1.05984783 0.69830862 1.74201399 5.79934157], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2485450357 1 0.6%
 
-2.42286365 1 0.6%
 
-0.08295756214 1 0.6%
 
-0.4505357071 1 0.6%
 
-0.3655399571 1 0.6%
 
0.42790235 1 0.6%
 
-1.357169964 1 0.6%
 
-0.2659170929 1 0.6%
 
-0.8309729786 1 0.6%
 
0.6294166357 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-3.301207714 1 0.6%
 
-2.824541143 1 0.6%
 
-2.788036921 1 0.6%
 
-2.42286365 1 0.6%
 
-2.249234371 1 0.6%
 
ValueCountFrequency (%) 
5.799341571 1 0.6%
 
4.967431793 1 0.6%
 
3.752349737 1 0.6%
 
2.736554814 1 0.6%
 
2.650375221 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.08549055318184165
Minimum-3.036246385714286
Maximum4.930616807142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.036246386
5-th percentile-1.689398532
Q1-0.7795539505
median-0.1462683786
Q30.4891532378
95-th percentile1.902549862
Maximum4.930616807
Range7.966863193
Interquartile range (IQR)1.268707188

Descriptive statistics

Standard deviation1.119461565
Coefficient of variation (CV)-13.09456453
Kurtosis2.842537486
Mean-0.08549055318
Median Absolute Deviation (MAD)0.8179012447
Skewness0.9048328758
Sum-14.19143183
Variance1.253194195
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.03624639 -1.42079197 0.13719674 0.17650276 1.28876545 4.93061681], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4746321264 1 0.6%
 
0.4939936083 1 0.6%
 
-1.698236936 1 0.6%
 
0.4282568571 1 0.6%
 
1.46647299 1 0.6%
 
-1.410229071 1 0.6%
 
-0.8296348286 1 0.6%
 
-1.237005096 1 0.6%
 
0.01439612143 1 0.6%
 
-0.3654977071 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-3.036246386 1 0.6%
 
-2.657477707 1 0.6%
 
-2.185940464 1 0.6%
 
-2.140420326 1 0.6%
 
-1.9812296 1 0.6%
 
ValueCountFrequency (%) 
4.930616807 1 0.6%
 
3.715056357 1 0.6%
 
3.092786564 1 0.6%
 
2.936342193 1 0.6%
 
2.407533936 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.09726541569406195
Minimum-3.1327320000000003
Maximum2.6262262857142855
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.132732
5-th percentile-1.748821578
Q1-0.7009467054
median-0.1552413032
Q30.5099655482
95-th percentile1.529408525
Maximum2.626226286
Range5.758958286
Interquartile range (IQR)1.210912254

Descriptive statistics

Standard deviation0.9666980402
Coefficient of variation (CV)-9.93876429
Kurtosis0.5561179167
Mean-0.09726541569
Median Absolute Deviation (MAD)0.7543330243
Skewness-0.0243529457
Sum-16.14605901
Variance0.9345051009
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.132732 -1.20375639 0.75328727 2.62622629], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.018654907 1 0.6%
 
-3.132732 1 0.6%
 
-1.797991334 1 0.6%
 
-0.3827454286 1 0.6%
 
0.04147931429 1 0.6%
 
-1.297453129 1 0.6%
 
-0.7124999143 1 0.6%
 
0.6860672857 1 0.6%
 
0.7233699571 1 0.6%
 
-0.8331430143 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-3.132732 1 0.6%
 
-2.522794707 1 0.6%
 
-2.443193807 1 0.6%
 
-2.38404173 1 0.6%
 
-2.04118385 1 0.6%
 
ValueCountFrequency (%) 
2.626226286 1 0.6%
 
2.366734429 1 0.6%
 
2.0607027 1 0.6%
 
1.973659538 1 0.6%
 
1.918180086 1 0.6%
 

6
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.13702670301376932
Minimum-2.6780346214285715
Maximum3.2409649571428574
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.678034621
5-th percentile-1.669043588
Q1-0.6793286882
median-0.1684689311
Q30.3949168643
95-th percentile1.35949197
Maximum3.240964957
Range5.918999579
Interquartile range (IQR)1.074245552

Descriptive statistics

Standard deviation0.9556698354
Coefficient of variation (CV)-6.974332845
Kurtosis1.526864168
Mean-0.137026703
Median Absolute Deviation (MAD)0.7071415322
Skewness0.3818257443
Sum-22.7464327
Variance0.9133048344
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-2.67803462 -1.06133621 0.9449382 3.24096496], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.001511548 1 0.6%
 
0.5597059643 1 0.6%
 
-0.4398376286 1 0.6%
 
1.5692177 1 0.6%
 
3.240964957 1 0.6%
 
-0.9927364143 1 0.6%
 
0.009538307143 1 0.6%
 
-0.4435504429 1 0.6%
 
0.007922707143 1 0.6%
 
-0.8340363286 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-2.678034621 1 0.6%
 
-2.6180585 1 0.6%
 
-2.372040493 1 0.6%
 
-2.330887214 1 0.6%
 
-1.852963643 1 0.6%
 
ValueCountFrequency (%) 
3.240964957 1 0.6%
 
2.940423729 1 0.6%
 
2.5388931 1 0.6%
 
2.325069477 1 0.6%
 
2.081157507 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
UNIQUE
Distinct count166
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.12020276836932012
Minimum-2.489348342857143
Maximum3.5028764214285713
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.489348343
5-th percentile-1.746766691
Q1-0.823642675
median-0.1544459929
Q30.4888535714
95-th percentile1.552273559
Maximum3.502876421
Range5.992224764
Interquartile range (IQR)1.312496246

Descriptive statistics

Standard deviation1.056122651
Coefficient of variation (CV)-8.786175771
Kurtosis1.179350898
Mean-0.1202027684
Median Absolute Deviation (MAD)0.7986026979
Skewness0.6474345361
Sum-19.95365955
Variance1.115395054
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-2.48934834 -1.38591313 1.00328123 3.50287642], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.8300671857 1 0.6%
 
0.8177441886 1 0.6%
 
0.70712615 1 0.6%
 
2.310412057 1 0.6%
 
1.540360007 1 0.6%
 
-0.06148535 1 0.6%
 
0.1098744 1 0.6%
 
-0.4961561907 1 0.6%
 
-1.461073864 1 0.6%
 
-0.7036078643 1 0.6%
 
Other values (156) 156 94.0%
 
ValueCountFrequency (%) 
-2.489348343 1 0.6%
 
-2.289704514 1 0.6%
 
-2.229385154 1 0.6%
 
-2.023829679 1 0.6%
 
-1.9119075 1 0.6%
 
ValueCountFrequency (%) 
3.502876421 1 0.6%
 
3.244675264 1 0.6%
 
3.112727979 1 0.6%
 
2.749653357 1 0.6%
 
2.310412057 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.017203013021341963
Minimum-2.895811891428571
Maximum4.182034086428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.895811891
5-th percentile-1.762898663
Q1-0.6816415
median-0.04591917143
Q30.5354855857
95-th percentile1.708965024
Maximum4.182034086
Range7.077845978
Interquartile range (IQR)1.217127086

Descriptive statistics

Standard deviation1.091884606
Coefficient of variation (CV)-63.47054464
Kurtosis1.257878388
Mean-0.01720301302
Median Absolute Deviation (MAD)0.8200693854
Skewness0.4261374018
Sum-2.838497149
Variance1.192211993
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.157359321 1 0.6%
 
0.3893215143 1 0.6%
 
-0.3888516786 1 0.6%
 
-1.77382885 1 0.6%
 
-0.8067191786 1 0.6%
 
1.116663548 1 0.6%
 
1.081426636 1 0.6%
 
-1.209010893 1 0.6%
 
-0.6637440857 1 0.6%
 
-1.890574864 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-2.895811891 1 0.6%
 
-2.680887143 1 0.6%
 
-2.230577068 1 0.6%
 
-2.09638655 1 0.6%
 
-2.023436889 1 0.6%
 
ValueCountFrequency (%) 
4.182034086 1 0.6%
 
3.018647807 1 0.6%
 
2.80157145 1 0.6%
 
2.571302243 1 0.6%
 
2.395960453 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count164
Unique (%)100.0%
Missing2
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean0.010346071266114965
Minimum-3.1818014642857153
Maximum4.665269269285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.181801464
5-th percentile-1.899970737
Q1-0.5363674232
median-0.05078212143
Q30.6192899804
95-th percentile1.910791386
Maximum4.665269269
Range7.847070734
Interquartile range (IQR)1.155657404

Descriptive statistics

Standard deviation1.13078457
Coefficient of variation (CV)109.2960352
Kurtosis2.50700028
Mean0.01034607127
Median Absolute Deviation (MAD)0.8078414534
Skewness0.6007928406
Sum1.696755688
Variance1.278673743
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5338750714 1 0.6%
 
-0.3567741636 1 0.6%
 
-0.6503659079 1 0.6%
 
0.7184291414 1 0.6%
 
0.1458815786 1 0.6%
 
1.080692864 1 0.6%
 
-0.2559547714 1 0.6%
 
0.6032226071 1 0.6%
 
-2.50848045 1 0.6%
 
0.5771545643 1 0.6%
 
Other values (154) 154 92.8%
 
(Missing) 2 1.2%
 
ValueCountFrequency (%) 
-3.181801464 1 0.6%
 
-2.50848045 1 0.6%
 
-2.411277079 1 0.6%
 
-2.378309743 1 0.6%
 
-2.226557679 1 0.6%
 
ValueCountFrequency (%) 
4.665269269 1 0.6%
 
3.996344865 1 0.6%
 
3.4182234 1 0.6%
 
2.501507993 1 0.6%
 
2.349770314 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count161
Unique (%)100.0%
Missing5
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean-0.05451641959671694
Minimum-3.992070714285714
Maximum5.090062092857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.992070714
5-th percentile-1.677078793
Q1-0.5837447786
median0.02981029643
Q30.5022940314
95-th percentile1.273161417
Maximum5.090062093
Range9.082132807
Interquartile range (IQR)1.08603881

Descriptive statistics

Standard deviation1.055633285
Coefficient of variation (CV)-19.36358427
Kurtosis5.132705386
Mean-0.0545164196
Median Absolute Deviation (MAD)0.7404752378
Skewness0.1612266343
Sum-8.777143555
Variance1.114361632
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.07986703286 1 0.6%
 
0.1774095214 1 0.6%
 
3.406964243 1 0.6%
 
-0.9342201071 1 0.6%
 
-2.082093429 1 0.6%
 
0.5842550571 1 0.6%
 
0.1142973286 1 0.6%
 
-1.981270286 1 0.6%
 
-2.219900786 1 0.6%
 
-0.4645108 1 0.6%
 
Other values (151) 151 91.0%
 
(Missing) 5 3.0%
 
ValueCountFrequency (%) 
-3.992070714 1 0.6%
 
-3.960612 1 0.6%
 
-2.294556213 1 0.6%
 
-2.219900786 1 0.6%
 
-2.176490521 1 0.6%
 
ValueCountFrequency (%) 
5.090062093 1 0.6%
 
3.406964243 1 0.6%
 
2.084847364 1 0.6%
 
2.026893894 1 0.6%
 
1.889839214 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count157
Unique (%)100.0%
Missing9
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean-0.054001611746132834
Minimum-3.4860753571428575
Maximum4.634725740714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.486075357
5-th percentile-1.614623876
Q1-0.6183847071
median-0.06673666429
Q30.5434884643
95-th percentile1.516110929
Maximum4.634725741
Range8.120801098
Interquartile range (IQR)1.161873171

Descriptive statistics

Standard deviation1.106890585
Coefficient of variation (CV)-20.49736202
Kurtosis3.051033086
Mean-0.05400161175
Median Absolute Deviation (MAD)0.7883261216
Skewness0.1872484956
Sum-8.478253044
Variance1.225206768
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5434884643 1 0.6%
 
-0.1187696857 1 0.6%
 
-0.4893393143 1 0.6%
 
0.3075485714 1 0.6%
 
-0.02864432143 1 0.6%
 
-0.5199357429 1 0.6%
 
0.1905740714 1 0.6%
 
-0.2593911714 1 0.6%
 
-0.8660384929 1 0.6%
 
-1.458471793 1 0.6%
 
Other values (147) 147 88.6%
 
(Missing) 9 5.4%
 
ValueCountFrequency (%) 
-3.486075357 1 0.6%
 
-3.31556095 1 0.6%
 
-3.253051198 1 0.6%
 
-3.204310908 1 0.6%
 
-2.200590143 1 0.6%
 
ValueCountFrequency (%) 
4.634725741 1 0.6%
 
3.464961014 1 0.6%
 
2.829232164 1 0.6%
 
2.304892357 1 0.6%
 
1.926253951 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count149
Unique (%)100.0%
Missing17
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean-0.05001776078763182
Minimum-3.3132547499999996
Maximum3.80907415
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.31325475
5-th percentile-1.642507504
Q1-0.6014599514
median-0.123884995
Q30.5828193579
95-th percentile1.512890883
Maximum3.80907415
Range7.1223289
Interquartile range (IQR)1.184279309

Descriptive statistics

Standard deviation1.041691777
Coefficient of variation (CV)-20.82643766
Kurtosis2.094744959
Mean-0.05001776079
Median Absolute Deviation (MAD)0.7673228908
Skewness0.3800131353
Sum-7.452646357
Variance1.085121759
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5826507571 1 0.6%
 
0.7540115143 1 0.6%
 
-0.8852029 1 0.6%
 
-0.5984744571 1 0.6%
 
-0.5307629286 1 0.6%
 
0.3323753571 1 0.6%
 
0.5669239571 1 0.6%
 
-3.31325475 1 0.6%
 
-0.4384236907 1 0.6%
 
2.305174001 1 0.6%
 
Other values (139) 139 83.7%
 
(Missing) 17 10.2%
 
ValueCountFrequency (%) 
-3.31325475 1 0.6%
 
-2.807427979 1 0.6%
 
-2.280447593 1 0.6%
 
-2.113446736 1 0.6%
 
-1.987363464 1 0.6%
 
ValueCountFrequency (%) 
3.80907415 1 0.6%
 
3.602216714 1 0.6%
 
2.607194257 1 0.6%
 
2.305174001 1 0.6%
 
2.076812998 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count139
Unique (%)100.0%
Missing27
Missing (%)16.3%
Infinite0
Infinite (%)0.0%
Mean-0.03533507723124353
Minimum-3.865351657142857
Maximum3.6808640642857138
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.865351657
5-th percentile-2.125021451
Q1-0.62441165
median-0.1353150429
Q30.5352029857
95-th percentile1.959570254
Maximum3.680864064
Range7.546215721
Interquartile range (IQR)1.159614636

Descriptive statistics

Standard deviation1.198976561
Coefficient of variation (CV)-33.93162418
Kurtosis1.911754939
Mean-0.03533507723
Median Absolute Deviation (MAD)0.8655096728
Skewness0.1279983751
Sum-4.911575735
Variance1.437544794
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3190415214 1 0.6%
 
-0.4281150214 1 0.6%
 
-0.2551781714 1 0.6%
 
3.489674693 1 0.6%
 
-0.6382936643 1 0.6%
 
0.5004448786 1 0.6%
 
-0.4403269857 1 0.6%
 
1.099337107 1 0.6%
 
-3.373917357 1 0.6%
 
-0.7959707586 1 0.6%
 
Other values (129) 129 77.7%
 
(Missing) 27 16.3%
 
ValueCountFrequency (%) 
-3.865351657 1 0.6%
 
-3.373917357 1 0.6%
 
-2.912692414 1 0.6%
 
-2.659435157 1 0.6%
 
-2.579522071 1 0.6%
 
ValueCountFrequency (%) 
3.680864064 1 0.6%
 
3.489674693 1 0.6%
 
3.444792021 1 0.6%
 
2.783351579 1 0.6%
 
2.765690414 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count128
Unique (%)100.0%
Missing38
Missing (%)22.9%
Infinite0
Infinite (%)0.0%
Mean-0.07612474606026783
Minimum-4.28136875
Maximum4.688293171571428
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.28136875
5-th percentile-2.018758821
Q1-0.656201
median-0.09917640357
Q30.4655837661
95-th percentile1.937871831
Maximum4.688293172
Range8.969661922
Interquartile range (IQR)1.121784766

Descriptive statistics

Standard deviation1.282574918
Coefficient of variation (CV)-16.84833099
Kurtosis2.580392332
Mean-0.07612474606
Median Absolute Deviation (MAD)0.8960540177
Skewness0.1117108095
Sum-9.743967496
Variance1.644998421
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6239423357 1 0.6%
 
1.229885279 1 0.6%
 
-0.9752421357 1 0.6%
 
-0.1338931071 1 0.6%
 
-4.28136875 1 0.6%
 
1.675499414 1 0.6%
 
0.1674960836 1 0.6%
 
3.073959136 1 0.6%
 
1.484837714 1 0.6%
 
0.9256051643 1 0.6%
 
Other values (118) 118 71.1%
 
(Missing) 38 22.9%
 
ValueCountFrequency (%) 
-4.28136875 1 0.6%
 
-3.647025142 1 0.6%
 
-3.529763314 1 0.6%
 
-2.987226114 1 0.6%
 
-2.866231114 1 0.6%
 
ValueCountFrequency (%) 
4.688293172 1 0.6%
 
3.576136913 1 0.6%
 
3.073959136 1 0.6%
 
2.822231749 1 0.6%
 
2.349570707 1 0.6%
 

15
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count120
Unique (%)100.0%
Missing46
Missing (%)27.7%
Infinite0
Infinite (%)0.0%
Mean0.0057129768630952505
Minimum-4.811403057142857
Maximum4.962929235714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.811403057
5-th percentile-1.749273983
Q1-0.6037598464
median0.03128994643
Q30.6383737268
95-th percentile1.775066419
Maximum4.962929236
Range9.774332293
Interquartile range (IQR)1.242133573

Descriptive statistics

Standard deviation1.299140924
Coefficient of variation (CV)227.4017479
Kurtosis3.155737364
Mean0.005712976863
Median Absolute Deviation (MAD)0.9009561762
Skewness0.06324966002
Sum0.6855572236
Variance1.687767141
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1090829429 1 0.6%
 
-1.01234065 1 0.6%
 
4.962929236 1 0.6%
 
0.1036019643 1 0.6%
 
0.23703005 1 0.6%
 
-0.4509943286 1 0.6%
 
0.1387219143 1 0.6%
 
-0.2193418571 1 0.6%
 
-0.8977189286 1 0.6%
 
1.526458143 1 0.6%
 
Other values (110) 110 66.3%
 
(Missing) 46 27.7%
 
ValueCountFrequency (%) 
-4.811403057 1 0.6%
 
-3.743413535 1 0.6%
 
-2.969127686 1 0.6%
 
-2.5948645 1 0.6%
 
-2.312624071 1 0.6%
 
ValueCountFrequency (%) 
4.962929236 1 0.6%
 
3.354053086 1 0.6%
 
3.273516607 1 0.6%
 
2.833104757 1 0.6%
 
2.697155571 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count110
Unique (%)100.0%
Missing56
Missing (%)33.7%
Infinite0
Infinite (%)0.0%
Mean0.12402744009090906
Minimum-3.7208787478571423
Maximum4.148145092857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.720878748
5-th percentile-1.712104562
Q1-0.6119914464
median0.08388433929
Q30.8252595071
95-th percentile1.919562649
Maximum4.148145093
Range7.869023841
Interquartile range (IQR)1.437250954

Descriptive statistics

Standard deviation1.184877659
Coefficient of variation (CV)9.553350923
Kurtosis1.262431352
Mean0.1240274401
Median Absolute Deviation (MAD)0.8876976823
Skewness0.1725025941
Sum13.64301841
Variance1.403935068
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3100141864 1 0.6%
 
0.3547575143 1 0.6%
 
1.113418421 1 0.6%
 
0.5283607429 1 0.6%
 
1.572216453 1 0.6%
 
1.894646164 1 0.6%
 
4.148145093 1 0.6%
 
-1.078593814 1 0.6%
 
1.08438425 1 0.6%
 
-1.047336361 1 0.6%
 
Other values (100) 100 60.2%
 
(Missing) 56 33.7%
 
ValueCountFrequency (%) 
-3.720878748 1 0.6%
 
-2.143325871 1 0.6%
 
-2.098008879 1 0.6%
 
-2.082012924 1 0.6%
 
-1.834642229 1 0.6%
 
ValueCountFrequency (%) 
4.148145093 1 0.6%
 
2.9906712 1 0.6%
 
2.62782295 1 0.6%
 
2.523155093 1 0.6%
 
2.487253493 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count103
Unique (%)100.0%
Missing63
Missing (%)38.0%
Infinite0
Infinite (%)0.0%
Mean0.11259159909015261
Minimum-2.6170909642857145
Maximum3.335902590714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.617090964
5-th percentile-1.573143848
Q1-0.65059515
median0.1608662143
Q30.6843863771
95-th percentile2.107841818
Maximum3.335902591
Range5.952993555
Interquartile range (IQR)1.334981527

Descriptive statistics

Standard deviation1.116112261
Coefficient of variation (CV)9.912926628
Kurtosis0.4599200879
Mean0.1125915991
Median Absolute Deviation (MAD)0.8591495773
Skewness0.2025601188
Sum11.59693471
Variance1.245706579
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.288743421 1 0.6%
 
-0.6927090786 1 0.6%
 
-0.6392927357 1 0.6%
 
1.3842407 1 0.6%
 
-0.1058409714 1 0.6%
 
1.015476886 1 0.6%
 
0.4779906914 1 0.6%
 
-0.3704678286 1 0.6%
 
-2.231777929 1 0.6%
 
-0.6455366286 1 0.6%
 
Other values (93) 93 56.0%
 
(Missing) 63 38.0%
 
ValueCountFrequency (%) 
-2.617090964 1 0.6%
 
-2.471590857 1 0.6%
 
-2.231777929 1 0.6%
 
-2.043634514 1 0.6%
 
-1.69263695 1 0.6%
 
ValueCountFrequency (%) 
3.335902591 1 0.6%
 
2.7194596 1 0.6%
 
2.645203134 1 0.6%
 
2.644220304 1 0.6%
 
2.144303443 1 0.6%
 

18
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count96
Unique (%)100.0%
Missing70
Missing (%)42.2%
Infinite0
Infinite (%)0.0%
Mean0.08018149280200895
Minimum-2.5698194357142863
Maximum3.9786952142857146
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.569819436
5-th percentile-1.699016843
Q1-0.6975736786
median0.02223870714
Q30.7389983489
95-th percentile2.01021343
Maximum3.978695214
Range6.54851465
Interquartile range (IQR)1.436572027

Descriptive statistics

Standard deviation1.152993619
Coefficient of variation (CV)14.37979737
Kurtosis0.6497533465
Mean0.0801814928
Median Absolute Deviation (MAD)0.8946516068
Skewness0.5553681245
Sum7.697423309
Variance1.329394286
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3705031714 1 0.6%
 
-0.7284388857 1 0.6%
 
-0.4822587286 1 0.6%
 
3.978695214 1 0.6%
 
0.1685376143 1 0.6%
 
1.006052929 1 0.6%
 
-1.785350107 1 0.6%
 
-0.6996821857 1 0.6%
 
0.3125798929 1 0.6%
 
-0.7360371429 1 0.6%
 
Other values (86) 86 51.8%
 
(Missing) 70 42.2%
 
ValueCountFrequency (%) 
-2.569819436 1 0.6%
 
-1.878636243 1 0.6%
 
-1.785350107 1 0.6%
 
-1.75638525 1 0.6%
 
-1.719057657 1 0.6%
 
ValueCountFrequency (%) 
3.978695214 1 0.6%
 
2.657790114 1 0.6%
 
2.595125343 1 0.6%
 
2.505425437 1 0.6%
 
2.198705729 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count78
Unique (%)100.0%
Missing88
Missing (%)53.0%
Infinite0
Infinite (%)0.0%
Mean-0.024823754734432244
Minimum-2.8034351357142855
Maximum2.7099039428571428
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.803435136
5-th percentile-1.725742403
Q1-0.6711402482
median0.1012956536
Q30.7309665589
95-th percentile1.445314165
Maximum2.709903943
Range5.513339079
Interquartile range (IQR)1.402106807

Descriptive statistics

Standard deviation1.054570376
Coefficient of variation (CV)-42.48230726
Kurtosis0.5590107825
Mean-0.02482375473
Median Absolute Deviation (MAD)0.8205629478
Skewness-0.2746760713
Sum-1.936252869
Variance1.112118678
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.624174478 1 0.6%
 
-0.07715744286 1 0.6%
 
0.9610753 1 0.6%
 
-0.4089162571 1 0.6%
 
0.7155219643 1 0.6%
 
2.709903943 1 0.6%
 
-1.063381707 1 0.6%
 
0.4690270714 1 0.6%
 
0.7361147571 1 0.6%
 
0.1442362429 1 0.6%
 
Other values (68) 68 41.0%
 
(Missing) 88 53.0%
 
ValueCountFrequency (%) 
-2.803435136 1 0.6%
 
-2.749216336 1 0.6%
 
-2.325229314 1 0.6%
 
-2.148297307 1 0.6%
 
-1.651173891 1 0.6%
 
ValueCountFrequency (%) 
2.709903943 1 0.6%
 
2.39252645 1 0.6%
 
1.88654981 1 0.6%
 
1.584067764 1 0.6%
 
1.420828236 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count75
Unique (%)100.0%
Missing91
Missing (%)54.8%
Infinite0
Infinite (%)0.0%
Mean0.03626199009990478
Minimum-2.865389142857143
Maximum3.1377761428571445
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.865389143
5-th percentile-2.194117364
Q1-0.6798491393
median0.24055445
Q30.6701105375
95-th percentile1.549008091
Maximum3.137776143
Range6.003165286
Interquartile range (IQR)1.349959677

Descriptive statistics

Standard deviation1.15309548
Coefficient of variation (CV)31.79901259
Kurtosis0.7292175978
Mean0.0362619901
Median Absolute Deviation (MAD)0.8815744703
Skewness-0.4592690899
Sum2.719649257
Variance1.329629185
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3740016414 1 0.6%
 
-0.8716689429 1 0.6%
 
0.9981350286 1 0.6%
 
-0.4233148286 1 0.6%
 
-1.94747485 1 0.6%
 
0.6332129571 1 0.6%
 
2.256133964 1 0.6%
 
-0.3636829571 1 0.6%
 
-0.2427743357 1 0.6%
 
0.4802779714 1 0.6%
 
Other values (65) 65 39.2%
 
(Missing) 91 54.8%
 
ValueCountFrequency (%) 
-2.865389143 1 0.6%
 
-2.838159686 1 0.6%
 
-2.763284336 1 0.6%
 
-2.283531214 1 0.6%
 
-2.155797143 1 0.6%
 
ValueCountFrequency (%) 
3.137776143 1 0.6%
 
2.256133964 1 0.6%
 
2.197493036 1 0.6%
 
1.672994571 1 0.6%
 
1.495871029 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count68
Unique (%)100.0%
Missing98
Missing (%)59.0%
Infinite0
Infinite (%)0.0%
Mean0.07900428063760502
Minimum-2.998239771428572
Maximum3.414401692857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.998239771
5-th percentile-2.807419102
Q1-0.5495444
median0.2041275339
Q30.8887466346
95-th percentile2.021886913
Maximum3.414401693
Range6.412641464
Interquartile range (IQR)1.438291035

Descriptive statistics

Standard deviation1.265995843
Coefficient of variation (CV)16.02439555
Kurtosis1.027356047
Mean0.07900428064
Median Absolute Deviation (MAD)0.9325357323
Skewness-0.4848796818
Sum5.372291083
Variance1.602745475
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.998239771 1 0.6%
 
-0.57705515 1 0.6%
 
-0.8974838214 1 0.6%
 
-0.27827915 1 0.6%
 
2.29181815 1 0.6%
 
-0.22834655 1 0.6%
 
-0.3071278971 1 0.6%
 
0.12830345 1 0.6%
 
-0.772470345 1 0.6%
 
0.3561969286 1 0.6%
 
Other values (58) 58 34.9%
 
(Missing) 98 59.0%
 
ValueCountFrequency (%) 
-2.998239771 1 0.6%
 
-2.9907753 1 0.6%
 
-2.942912036 1 0.6%
 
-2.809610426 1 0.6%
 
-2.8033495 1 0.6%
 
ValueCountFrequency (%) 
3.414401693 1 0.6%
 
2.461790314 1 0.6%
 
2.29181815 1 0.6%
 
2.243377443 1 0.6%
 
1.610547357 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count61
Unique (%)100.0%
Missing105
Missing (%)63.3%
Infinite0
Infinite (%)0.0%
Mean0.023551731792740043
Minimum-3.168243257142857
Maximum3.4661661857142856
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.168243257
5-th percentile-1.789687089
Q1-0.4788522993
median0.07274617143
Q30.7759175714
95-th percentile1.625230579
Maximum3.466166186
Range6.634409443
Interquartile range (IQR)1.254769871

Descriptive statistics

Standard deviation1.146591049
Coefficient of variation (CV)48.68393793
Kurtosis1.677422222
Mean0.02355173179
Median Absolute Deviation (MAD)0.8359031117
Skewness-0.1861360425
Sum1.436655639
Variance1.314671033
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2254511429 1 0.6%
 
1.295936307 1 0.6%
 
-0.1194462929 1 0.6%
 
0.09363122143 1 0.6%
 
0.9087971429 1 0.6%
 
1.001326 1 0.6%
 
1.32490815 1 0.6%
 
-1.184316016 1 0.6%
 
0.5328978143 1 0.6%
 
-0.4788522993 1 0.6%
 
Other values (51) 51 30.7%
 
(Missing) 105 63.3%
 
ValueCountFrequency (%) 
-3.168243257 1 0.6%
 
-2.890955771 1 0.6%
 
-2.527514363 1 0.6%
 
-1.789687089 1 0.6%
 
-1.409190871 1 0.6%
 
ValueCountFrequency (%) 
3.466166186 1 0.6%
 
2.551321386 1 0.6%
 
1.625540071 1 0.6%
 
1.625230579 1 0.6%
 
1.32490815 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count58
Unique (%)100.0%
Missing108
Missing (%)65.1%
Infinite0
Infinite (%)0.0%
Mean-0.024556326416256165
Minimum-2.2312193142857146
Maximum3.2375630785714296
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.231219314
5-th percentile-1.887536406
Q1-0.6066967536
median-0.01935239286
Q30.5209419429
95-th percentile1.335111696
Maximum3.237563079
Range5.468782393
Interquartile range (IQR)1.127638696

Descriptive statistics

Standard deviation0.9636133869
Coefficient of variation (CV)-39.24094226
Kurtosis1.70703223
Mean-0.02455632642
Median Absolute Deviation (MAD)0.7017184835
Skewness0.2068128157
Sum-1.424266932
Variance0.9285507594
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1028158286 1 0.6%
 
0.9888062086 1 0.6%
 
-0.336091305 1 0.6%
 
-0.1553965714 1 0.6%
 
-0.4582075714 1 0.6%
 
-0.06401169286 1 0.6%
 
-0.1105199714 1 0.6%
 
-1.901078193 1 0.6%
 
-0.7312841757 1 0.6%
 
0.84999295 1 0.6%
 
Other values (48) 48 28.9%
 
(Missing) 108 65.1%
 
ValueCountFrequency (%) 
-2.231219314 1 0.6%
 
-2.058090079 1 0.6%
 
-1.901078193 1 0.6%
 
-1.885146679 1 0.6%
 
-1.629203364 1 0.6%
 
ValueCountFrequency (%) 
3.237563079 1 0.6%
 
1.647215214 1 0.6%
 
1.507458606 1 0.6%
 
1.304697536 1 0.6%
 
1.26314885 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count51
Unique (%)100.0%
Missing115
Missing (%)69.3%
Infinite0
Infinite (%)0.0%
Mean0.1972377946078432
Minimum-3.114973107142857
Maximum2.030211692857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.114973107
5-th percentile-1.80201995
Q1-0.3155359536
median0.2246266643
Q30.9142766
95-th percentile1.576012857
Maximum2.030211693
Range5.1451848
Interquartile range (IQR)1.229812554

Descriptive statistics

Standard deviation1.054498103
Coefficient of variation (CV)5.346328807
Kurtosis1.41231767
Mean0.1972377946
Median Absolute Deviation (MAD)0.787643246
Skewness-0.875790231
Sum10.05912753
Variance1.11196625
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1210677286 1 0.6%
 
0.6132784071 1 0.6%
 
0.03974966286 1 0.6%
 
1.431620707 1 0.6%
 
-2.355381643 1 0.6%
 
1.195469934 1 0.6%
 
0.02995442143 1 0.6%
 
0.7719597714 1 0.6%
 
-3.114973107 1 0.6%
 
0.5279996643 1 0.6%
 
Other values (41) 41 24.7%
 
(Missing) 115 69.3%
 
ValueCountFrequency (%) 
-3.114973107 1 0.6%
 
-2.355381643 1 0.6%
 
-2.266854829 1 0.6%
 
-1.337185071 1 0.6%
 
-0.9688643214 1 0.6%
 
ValueCountFrequency (%) 
2.030211693 1 0.6%
 
1.994498514 1 0.6%
 
1.720405007 1 0.6%
 
1.431620707 1 0.6%
 
1.410944464 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count48
Unique (%)100.0%
Missing118
Missing (%)71.1%
Infinite0
Infinite (%)0.0%
Mean0.3565056661607143
Minimum-2.955473878571429
Maximum1.9542064535714283
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.955473879
5-th percentile-1.243140038
Q1-0.2526469161
median0.3976654643
Q31.101871418
95-th percentile1.789190732
Maximum1.954206454
Range4.909680332
Interquartile range (IQR)1.354518334

Descriptive statistics

Standard deviation1.023816766
Coefficient of variation (CV)2.871810642
Kurtosis1.234246693
Mean0.3565056662
Median Absolute Deviation (MAD)0.7973367376
Skewness-0.722153849
Sum17.11227198
Variance1.048200771
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.088294486 1 0.6%
 
-1.970946993 1 0.6%
 
-0.2436149357 1 0.6%
 
0.4222838571 1 0.6%
 
-0.006609371429 1 0.6%
 
-0.7914043071 1 0.6%
 
-0.2941680286 1 0.6%
 
-0.2124744286 1 0.6%
 
-1.347823336 1 0.6%
 
0.00127545 1 0.6%
 
Other values (38) 38 22.9%
 
(Missing) 118 71.1%
 
ValueCountFrequency (%) 
-2.955473879 1 0.6%
 
-1.970946993 1 0.6%
 
-1.347823336 1 0.6%
 
-1.0487282 1 0.6%
 
-0.7914043071 1 0.6%
 
ValueCountFrequency (%) 
1.954206454 1 0.6%
 
1.884988529 1 0.6%
 
1.79727455 1 0.6%
 
1.774177929 1 0.6%
 
1.773141571 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count40
Unique (%)100.0%
Missing126
Missing (%)75.9%
Infinite0
Infinite (%)0.0%
Mean0.30581197793392856
Minimum-2.3876364285714287
Maximum3.833817771428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.387636429
5-th percentile-1.460008685
Q1-0.1780683188
median0.2950997254
Q30.8787319893
95-th percentile1.968474626
Maximum3.833817771
Range6.2214542
Interquartile range (IQR)1.056800308

Descriptive statistics

Standard deviation1.147027978
Coefficient of variation (CV)3.750762106
Kurtosis1.802633848
Mean0.3058119779
Median Absolute Deviation (MAD)0.8400109511
Skewness0.3559288304
Sum12.23247912
Variance1.315673183
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.23644925 1 0.6%
 
-0.9180993214 1 0.6%
 
1.435714507 1 0.6%
 
1.280781807 1 0.6%
 
1.013902343 1 0.6%
 
-0.05128562143 1 0.6%
 
0.5862850407 1 0.6%
 
-0.2230278964 1 0.6%
 
0.6430139643 1 0.6%
 
-1.029205179 1 0.6%
 
Other values (30) 30 18.1%
 
(Missing) 126 75.9%
 
ValueCountFrequency (%) 
-2.387636429 1 0.6%
 
-1.804663643 1 0.6%
 
-1.44186895 1 0.6%
 
-1.23644925 1 0.6%
 
-1.101106887 1 0.6%
 
ValueCountFrequency (%) 
3.833817771 1 0.6%
 
2.611277957 1 0.6%
 
1.934642871 1 0.6%
 
1.435714507 1 0.6%
 
1.345554929 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count34
Unique (%)100.0%
Missing132
Missing (%)79.5%
Infinite0
Infinite (%)0.0%
Mean0.008224577869957946
Minimum-2.9782365
Maximum2.8321597571428567
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.9782365
5-th percentile-2.215379512
Q1-0.5238824339
median0.2816411179
Q30.7050569536
95-th percentile1.078702574
Maximum2.832159757
Range5.810396257
Interquartile range (IQR)1.228939387

Descriptive statistics

Standard deviation1.127048687
Coefficient of variation (CV)137.0342289
Kurtosis1.411533278
Mean0.00822457787
Median Absolute Deviation (MAD)0.8295093558
Skewness-0.624495267
Sum0.2796356476
Variance1.270238742
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.08650735 1 0.6%
 
0.7375470214 1 0.6%
 
-0.9601371193 1 0.6%
 
0.255908205 1 0.6%
 
1.139411571 1 0.6%
 
0.9342239143 1 0.6%
 
0.2893310429 1 0.6%
 
0.3325634686 1 0.6%
 
-2.235808729 1 0.6%
 
-0.3117872071 1 0.6%
 
Other values (24) 24 14.5%
 
(Missing) 132 79.5%
 
ValueCountFrequency (%) 
-2.9782365 1 0.6%
 
-2.235808729 1 0.6%
 
-2.204379164 1 0.6%
 
-1.404839336 1 0.6%
 
-1.370902007 1 0.6%
 
ValueCountFrequency (%) 
2.832159757 1 0.6%
 
1.139411571 1 0.6%
 
1.046013114 1 0.6%
 
0.9342239143 1 0.6%
 
0.9259164571 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count31
Unique (%)100.0%
Missing135
Missing (%)81.3%
Infinite0
Infinite (%)0.0%
Mean-0.002429247412672808
Minimum-4.453533857142857
Maximum3.245858007142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.453533857
5-th percentile-1.902761904
Q1-0.469381915
median0.039141015
Q30.6251437286
95-th percentile2.027647168
Maximum3.245858007
Range7.699391864
Interquartile range (IQR)1.094525644

Descriptive statistics

Standard deviation1.425628417
Coefficient of variation (CV)-586.8601156
Kurtosis2.57264333
Mean-0.002429247413
Median Absolute Deviation (MAD)0.9852907055
Skewness-0.6744096202
Sum-0.07530666979
Variance2.032416385
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1210493143 1 0.6%
 
1.094869871 1 0.6%
 
-1.642289993 1 0.6%
 
0.59298945 1 0.6%
 
-2.128251643 1 0.6%
 
0.6572980071 1 0.6%
 
0.9087079229 1 0.6%
 
0.1965909571 1 0.6%
 
-0.2433373071 1 0.6%
 
0.4999468536 1 0.6%
 
Other values (21) 21 12.7%
 
(Missing) 135 81.3%
 
ValueCountFrequency (%) 
-4.453533857 1 0.6%
 
-2.128251643 1 0.6%
 
-1.677272164 1 0.6%
 
-1.642289993 1 0.6%
 
-1.397685364 1 0.6%
 
ValueCountFrequency (%) 
3.245858007 1 0.6%
 
2.485906071 1 0.6%
 
1.569388264 1 0.6%
 
1.194306214 1 0.6%
 
1.094869871 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count29
Unique (%)100.0%
Missing137
Missing (%)82.5%
Infinite0
Infinite (%)0.0%
Mean0.46224112506403947
Minimum-3.659619771428571
Maximum4.382576520000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.659619771
5-th percentile-1.599958513
Q1-0.1259297929
median0.5569212857
Q31.08306
95-th percentile2.34231748
Maximum4.38257652
Range8.042196291
Interquartile range (IQR)1.208989793

Descriptive statistics

Standard deviation1.427561221
Coefficient of variation (CV)3.088347495
Kurtosis3.046679289
Mean0.4622411251
Median Absolute Deviation (MAD)0.9458210922
Skewness-0.1855458017
Sum13.40499263
Variance2.037931038
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.175871643 1 0.6%
 
0.5569212857 1 0.6%
 
-1.118583664 1 0.6%
 
1.066789186 1 0.6%
 
-1.007373479 1 0.6%
 
-0.1521367786 1 0.6%
 
0.637123115 1 0.6%
 
-0.2455978071 1 0.6%
 
1.08306 1 0.6%
 
0.01222490714 1 0.6%
 
Other values (19) 19 11.4%
 
(Missing) 137 82.5%
 
ValueCountFrequency (%) 
-3.659619771 1 0.6%
 
-1.920875079 1 0.6%
 
-1.118583664 1 0.6%
 
-1.007373479 1 0.6%
 
-0.4590868 1 0.6%
 
ValueCountFrequency (%) 
4.38257652 1 0.6%
 
2.453281371 1 0.6%
 
2.175871643 1 0.6%
 
1.994348464 1 0.6%
 
1.21655873 1 0.6%
 

30
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count21
Unique (%)100.0%
Missing145
Missing (%)87.3%
Infinite0
Infinite (%)0.0%
Mean0.6595136883843538
Minimum-2.0790508157142855
Maximum5.165396557142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.079050816
5-th percentile-1.703196586
Q1-0.56195175
median0.4143807
Q30.8296575821
95-th percentile3.644263323
Maximum5.165396557
Range7.244447373
Interquartile range (IQR)1.391609332

Descriptive statistics

Standard deviation1.765302311
Coefficient of variation (CV)2.67667274
Kurtosis1.178242779
Mean0.6595136884
Median Absolute Deviation (MAD)1.24845573
Skewness1.033695943
Sum13.84978746
Variance3.11629225
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5867311 1 0.6%
 
-0.6637261671 1 0.6%
 
0.2018057429 1 0.6%
 
1.699473179 1 0.6%
 
0.8213743371 1 0.6%
 
5.165396557 1 0.6%
 
-0.06085925 1 0.6%
 
-0.56195175 1 0.6%
 
0.3379007864 1 0.6%
 
-0.7809922 1 0.6%
 
Other values (11) 11 6.6%
 
(Missing) 145 87.3%
 
ValueCountFrequency (%) 
-2.079050816 1 0.6%
 
-1.703196586 1 0.6%
 
-0.7809922 1 0.6%
 
-0.6637261671 1 0.6%
 
-0.6207959286 1 0.6%
 
ValueCountFrequency (%) 
5.165396557 1 0.6%
 
3.644263323 1 0.6%
 
3.637762857 1 0.6%
 
1.807849368 1 0.6%
 
1.699473179 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count18
Unique (%)100.0%
Missing148
Missing (%)89.2%
Infinite0
Infinite (%)0.0%
Mean0.35233952747619035
Minimum-2.632676042857143
Maximum4.023022214285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.632676043
5-th percentile-1.896651656
Q1-0.431258323
median0.2672694429
Q30.6830131686
95-th percentile3.696282795
Maximum4.023022214
Range6.655698257
Interquartile range (IQR)1.114271492

Descriptive statistics

Standard deviation1.582562987
Coefficient of variation (CV)4.491585142
Kurtosis1.753905487
Mean0.3523395275
Median Absolute Deviation (MAD)1.045231853
Skewness0.7927880332
Sum6.342111495
Variance2.504505607
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4218247421 1 0.6%
 
0.1961576429 1 0.6%
 
0.1524098857 1 0.6%
 
-2.632676043 1 0.6%
 
0.3383812429 1 0.6%
 
0.6680337746 1 0.6%
 
0.5304084357 1 0.6%
 
-0.637721635 1 0.6%
 
-1.766765 1 0.6%
 
4.023022214 1 0.6%
 
Other values (8) 8 4.8%
 
(Missing) 148 89.2%
 
ValueCountFrequency (%) 
-2.632676043 1 0.6%
 
-1.766765 1 0.6%
 
-0.637721635 1 0.6%
 
-0.5437786786 1 0.6%
 
-0.43440285 1 0.6%
 
ValueCountFrequency (%) 
4.023022214 1 0.6%
 
3.638622897 1 0.6%
 
1.435098214 1 0.6%
 
0.7607577214 1 0.6%
 
0.6880063 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count16
Unique (%)100.0%
Missing150
Missing (%)90.4%
Infinite0
Infinite (%)0.0%
Mean0.4625806395089286
Minimum-1.7813698214285714
Maximum3.0659607785714287
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.781369821
5-th percentile-1.341147914
Q1-0.0001776257143
median0.4463147179
Q30.8447960383
95-th percentile2.606435087
Maximum3.065960779
Range4.8473306
Interquartile range (IQR)0.844973664

Descriptive statistics

Standard deviation1.173964169
Coefficient of variation (CV)2.537858415
Kurtosis1.289661128
Mean0.4625806395
Median Absolute Deviation (MAD)0.8101840143
Skewness0.432157449
Sum7.401290232
Variance1.37819187
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8592770246 1 0.6%
 
3.065960779 1 0.6%
 
-0.1562727171 1 0.6%
 
-1.194407279 1 0.6%
 
0.3257229357 1 0.6%
 
0.2263204929 1 0.6%
 
0.8399690429 1 0.6%
 
0.05185407143 1 0.6%
 
0.6701456032 1 0.6%
 
0.5669065 1 0.6%
 
Other values (6) 6 3.6%
 
(Missing) 150 90.4%
 
ValueCountFrequency (%) 
-1.781369821 1 0.6%
 
-1.194407279 1 0.6%
 
-0.3191017 1 0.6%
 
-0.1562727171 1 0.6%
 
0.05185407143 1 0.6%
 
ValueCountFrequency (%) 
3.065960779 1 0.6%
 
2.453259857 1 0.6%
 
1.066358304 1 0.6%
 
0.8592770246 1 0.6%
 
0.8399690429 1 0.6%
 

33
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count15
Unique (%)100.0%
Missing151
Missing (%)91.0%
Infinite0
Infinite (%)0.0%
Mean0.30384973747619054
Minimum-1.213992707142857
Maximum2.5824507857142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.213992707
5-th percentile-1.129497022
Q1-0.3227244271
median0.4072402643
Q30.6663490279
95-th percentile1.784962186
Maximum2.582450786
Range3.796443493
Interquartile range (IQR)0.989073455

Descriptive statistics

Standard deviation0.9561872269
Coefficient of variation (CV)3.146908188
Kurtosis1.299692023
Mean0.3038497375
Median Absolute Deviation (MAD)0.6878269066
Skewness0.6020184959
Sum4.557746062
Variance0.9142940129
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.093284586 1 0.6%
 
0.6732466271 1 0.6%
 
-0.47148472 1 0.6%
 
0.6594514286 1 0.6%
 
-0.3315918929 1 0.6%
 
0.4548623729 1 0.6%
 
0.4072402643 1 0.6%
 
0.08860749286 1 0.6%
 
2.582450786 1 0.6%
 
0.8539496364 1 0.6%
 
Other values (5) 5 3.0%
 
(Missing) 151 91.0%
 
ValueCountFrequency (%) 
-1.213992707 1 0.6%
 
-1.093284586 1 0.6%
 
-0.47148472 1 0.6%
 
-0.3315918929 1 0.6%
 
-0.3138569614 1 0.6%
 
ValueCountFrequency (%) 
2.582450786 1 0.6%
 
1.443181357 1 0.6%
 
0.8539496364 1 0.6%
 
0.6732466271 1 0.6%
 
0.6594514286 1 0.6%
 

34
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count10
Unique (%)100.0%
Missing156
Missing (%)94.0%
Infinite0
Infinite (%)0.0%
Mean0.5896872737142858
Minimum-0.6010907499999999
Maximum3.0323892857142853
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.60109075
5-th percentile-0.4946124411
Q10.1328022125
median0.3145159829
Q30.8792403339
95-th percentile2.230411741
Maximum3.032389286
Range3.633480036
Interquartile range (IQR)0.7464381214

Descriptive statistics

Standard deviation1.020869489
Coefficient of variation (CV)1.731204886
Kurtosis3.44517574
Mean0.5896872737
Median Absolute Deviation (MAD)0.7028738667
Skewness1.586800061
Sum5.896872737
Variance1.042174514
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.9632245786 1 0.6%
 
-0.3644722857 1 0.6%
 
0.08546173571 1 0.6%
 
0.2803078571 1 0.6%
 
0.2748236429 1 0.6%
 
3.032389286 1 0.6%
 
0.3487241086 1 0.6%
 
1.250216964 1 0.6%
 
0.6272876 1 0.6%
 
-0.60109075 1 0.6%
 
(Missing) 156 94.0%
 
ValueCountFrequency (%) 
-0.60109075 1 0.6%
 
-0.3644722857 1 0.6%
 
0.08546173571 1 0.6%
 
0.2748236429 1 0.6%
 
0.2803078571 1 0.6%
 
ValueCountFrequency (%) 
3.032389286 1 0.6%
 
1.250216964 1 0.6%
 
0.9632245786 1 0.6%
 
0.6272876 1 0.6%
 
0.3487241086 1 0.6%
 

35
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count8
Unique (%)100.0%
Missing158
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean0.3362928263392857
Minimum-0.4980734285714288
Maximum0.9235262928571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.4980734286
5-th percentile-0.3353577958
Q10.1186972288
median0.4694910514
Q30.5534914214
95-th percentile0.8374716154
Maximum0.9235262929
Range1.421599721
Interquartile range (IQR)0.4347941927

Descriptive statistics

Standard deviation0.4455095953
Coefficient of variation (CV)1.324766871
Kurtosis0.6548997094
Mean0.3362928263
Median Absolute Deviation (MAD)0.3427008374
Skewness-0.8252217627
Sum2.690342611
Variance0.1984787995
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4980734286 1 0.6%
 
0.1693201786 1 0.6%
 
0.9235262929 1 0.6%
 
0.44673105 1 0.6%
 
0.6776557857 1 0.6%
 
0.4922510529 1 0.6%
 
0.5121033 1 0.6%
 
-0.03317162071 1 0.6%
 
(Missing) 158 95.2%
 
ValueCountFrequency (%) 
-0.4980734286 1 0.6%
 
-0.03317162071 1 0.6%
 
0.1693201786 1 0.6%
 
0.44673105 1 0.6%
 
0.4922510529 1 0.6%
 
ValueCountFrequency (%) 
0.9235262929 1 0.6%
 
0.6776557857 1 0.6%
 
0.5121033 1 0.6%
 
0.4922510529 1 0.6%
 
0.44673105 1 0.6%
 

36
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count6
Unique (%)100.0%
Missing160
Missing (%)96.4%
Infinite0
Infinite (%)0.0%
Mean0.1730733788095238
Minimum-0.2172436964285713
Maximum0.6427962621428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.2172436964
5-th percentile-0.1961048973
Q1-0.05582861607
median0.1912755179
Q30.3242188786
95-th percentile0.5728534895
Maximum0.6427962621
Range0.8600399586
Interquartile range (IQR)0.3800474946

Descriptive statistics

Standard deviation0.3174170031
Coefficient of variation (CV)1.834002463
Kurtosis-0.5999981601
Mean0.1730733788
Median Absolute Deviation (MAD)0.232026318
Skewness0.210927982
Sum1.038440273
Variance0.1007535538
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1747510357 1 0.6%
 
0.2078 1 0.6%
 
0.6427962621 1 0.6%
 
-0.2172436964 1 0.6%
 
0.3630251714 1 0.6%
 
-0.1326885 1 0.6%
 
(Missing) 160 96.4%
 
ValueCountFrequency (%) 
-0.2172436964 1 0.6%
 
-0.1326885 1 0.6%
 
0.1747510357 1 0.6%
 
0.2078 1 0.6%
 
0.3630251714 1 0.6%
 
ValueCountFrequency (%) 
0.6427962621 1 0.6%
 
0.3630251714 1 0.6%
 
0.2078 1 0.6%
 
0.1747510357 1 0.6%
 
-0.1326885 1 0.6%
 

37
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing161
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean0.20865029714285716
Minimum-0.16363183571428566
Maximum0.5505031142857144
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.1636318357
5-th percentile-0.1329981957
Q1-0.01046363571
median0.29506505
Q30.3717787929
95-th percentile0.51475825
Maximum0.5505031143
Range0.71413495
Interquartile range (IQR)0.3822424286

Descriptive statistics

Standard deviation0.2904938322
Coefficient of variation (CV)1.392252186
Kurtosis-1.692294825
Mean0.2086502971
Median Absolute Deviation (MAD)0.2365584263
Skewness-0.2920048449
Sum1.043251486
Variance0.08438666656
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1636318357 1 0.6%
 
0.5505031143 1 0.6%
 
0.3717787929 1 0.6%
 
0.29506505 1 0.6%
 
-0.01046363571 1 0.6%
 
(Missing) 161 97.0%
 
ValueCountFrequency (%) 
-0.1636318357 1 0.6%
 
-0.01046363571 1 0.6%
 
0.29506505 1 0.6%
 
0.3717787929 1 0.6%
 
0.5505031143 1 0.6%
 
ValueCountFrequency (%) 
0.5505031143 1 0.6%
 
0.3717787929 1 0.6%
 
0.29506505 1 0.6%
 
-0.01046363571 1 0.6%
 
-0.1636318357 1 0.6%
 

38
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing162
Missing (%)97.6%
Memory size1.4 KiB
-0.4081250786
1
0.2196726
1
-0.02968822857
1
0.3816968121
1
ValueCountFrequency (%) 
-0.4081250786 1 0.6%
 
0.2196726 1 0.6%
 
-0.02968822857 1 0.6%
 
0.3816968121 1 0.6%
 
(Missing) 162 97.6%
 

Length

Max length20
Mean length3.379518072
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

39
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing162
Missing (%)97.6%
Memory size1.4 KiB
0.1279049929
1
0.6995072571
1
0.3688665571
1
-0.6537238286
1
ValueCountFrequency (%) 
0.1279049929 1 0.6%
 
0.6995072571 1 0.6%
 
0.3688665571 1 0.6%
 
-0.6537238286 1 0.6%
 
(Missing) 162 97.6%
 

Length

Max length19
Mean length3.36746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

40
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing162
Missing (%)97.6%
Memory size1.4 KiB
0.9493730571
1
0.03464943214
1
-0.2963051714
1
0.7677831757
1
ValueCountFrequency (%) 
0.9493730571 1 0.6%
 
0.03464943214 1 0.6%
 
-0.2963051714 1 0.6%
 
0.7677831757 1 0.6%
 
(Missing) 162 97.6%
 

Length

Max length20
Mean length3.373493976
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

41
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing162
Missing (%)97.6%
Memory size1.4 KiB
0.6528063286
1
0.1450871286
1
0.766695
1
0.8025512571
1
ValueCountFrequency (%) 
0.6528063286 1 0.6%
 
0.1450871286 1 0.6%
 
0.766695 1 0.6%
 
0.8025512571 1 0.6%
 
(Missing) 162 97.6%
 

Length

Max length19
Mean length3.36746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

42
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
1.547320786
1
0.4488065071
1
0.1388864286
1
ValueCountFrequency (%) 
1.547320786 1 0.6%
 
0.4488065071 1 0.6%
 
0.1388864286 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length18
Mean length3.271084337
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

43
Boolean

HIGH CORRELATION
MISSING
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
0.3360347643
 
1
0.5564145429
 
1
(Missing)
164
ValueCountFrequency (%) 
0.3360347643 1 0.6%
 
0.5564145429 1 0.6%
 
(Missing) 164 98.8%
 

44
Boolean

MISSING
Distinct count1
Unique (%)100.0%
Missing165
Missing (%)99.4%
Memory size1.4 KiB
0.46755165
 
1
(Missing)
165
ValueCountFrequency (%) 
0.46755165 1 0.6%
 
(Missing) 165 99.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

01234567891011121314151617181920212223242526272829303132333435363738394041424344
00.558430-0.274327-0.424078-0.6637540.1085100.5990180.8367320.9352090.9146890.6704740.263267-0.886998-1.791966-1.3332150.4601931.4623160.597402-0.762195-0.609653-0.660062NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
10.6556420.6298330.8945821.2640531.4544901.003444-0.439228-0.2371140.4196150.577155-0.098124-0.402049-0.346378-0.428115-0.682455-1.012341-1.355659-0.801354-0.547161-0.387138-0.423315-0.577055-0.994839-0.0438690.6192601.258121NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2-0.818272-1.1250990.0749290.7570100.170394-0.1987400.2924070.8727351.086925-0.071771-0.377639-0.1013500.010061-0.255178-0.557119-0.172994-0.2289530.7023361.0060530.7361150.1976750.128303-0.469325-0.699307-0.401859-0.419623-0.051286-0.086380NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
30.8920520.659399-0.439419-0.685332-0.0197570.7292930.2670800.3270670.057018-0.230842-0.493962-0.579813-0.508849-0.5959980.3666110.8512110.409700-0.305774-0.699682NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
40.570784-0.354135-0.996313-0.946199-0.5605360.0164950.560867-0.020726-0.388852-0.442123-0.871942-1.571124-1.462047-0.1353150.4842200.6242440.5175180.160866-0.2048260.4690270.6332130.4776330.240540-0.239597-0.730658-0.373778-0.0001920.2893310.3626030.105370-0.0608590.3383810.6602400.6732470.2748240.16932-0.132689-0.010464-0.0296880.3688670.7677830.766695NaNNaNNaN
51.5628910.071278-1.453538-2.422864-1.1853490.032657-1.8529640.4900131.0157932.2121132.0848470.6498800.754900-2.188101-0.975242-1.6259050.0196401.0610461.748925NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6-1.297258-1.103235-0.2137940.6801411.0989560.9258320.0942160.4186000.580012-0.046186-0.5393570.105331-0.199126-0.548958-0.255444-0.146401-0.334512-0.2228430.1179830.4188520.467182NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
72.0389020.2267431.1942322.6503752.4075341.078885-1.852344-2.229385-2.023437-2.137394-2.176491-0.7076120.7313780.798606NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
80.0100540.1912640.3051050.174623-0.416626-1.091368-1.472078-1.565521-0.7401840.092330-0.406358-0.352366-0.371051-0.795971-0.4622730.1721070.8718720.442804-0.1769880.1158060.4813060.4988540.381706-0.0653020.0397500.6733970.6430140.2559080.0391410.6102550.4143810.5304080.5669070.405090NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9-1.103904-0.653951-0.0280660.2969910.422108-0.493354-0.584249-0.0156540.4018040.286921-0.066253-0.364782-0.576622-0.638749-1.208291-1.2336030.2673651.0154771.0868420.3933460.3647640.8063601.625540NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

01234567891011121314151617181920212223242526272829303132333435363738394041424344
156-0.303293-0.2679520.0244260.4119280.6556830.2917510.2496800.538068-0.262628-0.760795-0.847970-0.4902640.2861050.8429900.2059230.0916860.4843980.156017-0.696871-0.3595150.2162080.317325-0.175968-0.110520.162352-0.069367-0.223874-0.311787-0.1210490.067328NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1574.1661271.8704220.0740520.027839-0.485967-0.483487-0.3611820.7730201.4037730.938406-0.046542-0.310171-0.323289-0.217907-0.571105-0.797815-0.910471-1.182039-1.202794-0.942643-0.761921-0.656323NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1580.1739110.1241890.032205-0.248545-0.165385-0.382745-0.735698-0.2502150.7571020.5131230.177410-0.0513820.056028NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1590.182109-1.416527-1.989902-1.286998-0.5833650.0186140.3978440.7332541.0814271.3320341.531510NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1600.8276850.277046-1.208798-0.0088141.6452921.187142-0.717002-1.849127-1.890575-2.508480-2.0820930.0396612.6071943.680864NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1610.5847741.4580000.540059-0.869837-1.168228-1.100474-1.327588-1.138183-0.3817560.035387-0.0114920.0150540.1494380.0120950.2013850.5607450.8759000.6812790.883439NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
162-0.276205-0.838909-0.998139-0.899328-0.828695-0.697599-0.564002-0.0436670.5865880.6069750.2923851.1780550.700566-0.0624490.2583550.7344990.851565NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
163-2.1776570.0848291.4243201.4824930.5444660.631818-0.064037-2.023830-2.230577-0.6550140.4680291.0494791.465688NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
164-0.138874-0.051725-0.401646-0.830973-0.620476-0.474910-0.688895-0.1460620.037899-0.219149-0.4582490.6839261.3072531.1314330.870449NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
165-0.7070500.0999850.189004-0.365540-0.3654980.2453910.3380340.2728770.292791NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN